Evidence map›Paper›PMID 42853407›Full record

ArticleEuropean child & adolescent psychiatry2026

Links of fitbit-derived sleep architecture and fragmentation with ADHD symptoms and externalizing behaviors in adolescents.

Charlotte Clapham, I-Tzu Hung, Nicole Tacugue, Brion S Maher, Vadim Zipunnikov, Joe Kossowsky, Jill A Rabinowitz

Abstract read
PubMed Publisher
In one paragraph

Article in European child & adolescent psychiatry, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

7 authors.

Charlotte ClaphamDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA. cclapham@bard.edu.ORCID http://orcid.org/0000-0002-7630-7960
I-Tzu HungDepartment of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, 125 Paterson St, New Brunswick, NJ, 08901, USA.ORCID http://orcid.org/0000-0002-3593-1345
Nicole TacugueDepartment of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, 300 Longwood Ave, Boston, MA, 02115, USA.ORCID http://orcid.org/0009-0008-0237-0327
Brion S MaherDepartment of Mental Health, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA.ORCID http://orcid.org/0000-0001-9809-0064
Vadim ZipunnikovDepartment of Biostatistics, Johns Hopkins Bloomberg School of Public Health, 615 N Wolfe St, Baltimore, MD, 21205, USA.ORCID http://orcid.org/0000-0001-9864-2420
Joe KossowskyDepartment of Anesthesiology, Critical Care and Pain Medicine, Boston Children's Hospital, 300 Longwood Ave, Boston, MA, 02115, USA.ORCID http://orcid.org/0000-0002-6272-6259
Jill A RabinowitzDepartment of Psychiatry, Robert Wood Johnson Medical School, Rutgers University, 125 Paterson St, New Brunswick, NJ, 08901, USA.ORCID http://orcid.org/0000-0002-3674-8032

Funding

An Examination of the Joint Contributions of Socioeconomic Disadvantage, Genetics, and COVID-19 on the Development of Delay Discounting and Substance Use Across AdolescenceR01DA057552 · NIDA · RUTGERS BIOMEDICAL AND HEALTH SCIENCES · PI JULIA W FELTON, Brion S Maher · 2022 to 2026
$1.8M
National Institutes of Health, United States K01DA057374NIDA NIH HHS R01DA057552
6 · The paper itself

Abstract

Sleep disturbances are linked to adolescent externalizing behaviors and attention-deficit/hyperactivity disorder (ADHD) symptoms. However, few studies have examined associations between objectively measured sleep architecture and these behavioral outcomes. This study investigated whether specific sleep stages and fragmentation are associated with externalizing behaviors and ADHD symptoms in a large U.S. population-based cohort. Participants were 4,545 adolescents (48.4% female; 73% White) from the Adolescent Brain Cognitive Development (ABCD) study with available Fitbit sleep data and parent-reported behavioral assessments. Sleep predictors included absolute duration and proportional time spent in rapid eye movement (REM), deep, and light sleep, as well as wake after sleep onset (WASO). Outcomes were externalizing behaviors and ADHD symptoms. Models adjusted for annual household income, sex, age, race, and weekend status. Lower REM sleep, both in absolute duration and relative proportion, was significantly associated with higher ADHD symptoms but not with externalizing behaviors after correction for multiple testing. Greater sleep fragmentation, indexed by longer absolute and relative WASO, was associated with elevated ADHD symptoms and, less robustly, externalizing behaviors. Light and deep sleep were not significantly associated with either outcome. REM sleep deficiency was associated with ADHD symptoms, whereas sleep fragmentation was associated with ADHD symptoms and, less robustly, with externalizing behaviors. Associations were cross-sectional; longitudinal and experimental studies are needed to determine whether these sleep characteristics contribute to, or could be targeted to improve, behavioral outcomes in adolescents.

Indexed as

AdolescentsAttention problemsExternalizing behaviorsSleep architectureSleep fragmentationWearable devices

Identifiers

PMID42853407

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.